Article Summarizer

Article Summarizer

1. Single Document Summarizer

   • Methods Learned
     • Machine Learning Methods
     • Naive Bayes Methods
     • Rich features and decision tree
     • Hidden Markov Models
     • Long Linear Models
     • Neural Networks
     • Deep Natural Language Analysis Methods

2. Multi Document Summarizer

   • Abstraction and Information Fusion
   • Topic Driven Summarization and MMR
   • Graph Spreading Activation
   • Centroid Based Summarization
   • Multilingual Multi-document Summarization

3. Other Approaches of Summarization

   • Short Summaries
   • Sentence Compression
   • Sequential document representation